{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1. Running ado.file\n",
    "``freeshape`` reshapes wide data into long without requiring variables names of the variables to be shaped numbered stub. \n",
    "\n",
    "``labelcollapse`` preserves variable labeling while performing collapse."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "qui do \"https://raw.githubusercontent.com/worldbank/Stata-IE-Visual-Library/develop/Library/Scatter%20plots/Scatter%20plot%20of%20major%20outcome%20(mean%20variable%20value)%2C%20stratified%20by%20a%20variable/freeshape.ado\"\n",
    "qui do \"https://raw.githubusercontent.com/worldbank/Stata-IE-Visual-Library/develop/Library/Scatter%20plots/Scatter%20plot%20of%20major%20outcome%20(mean%20variable%20value)%2C%20stratified%20by%20a%20variable/labelcollapse.ado\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2. Uploading data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "use \"https://github.com/worldbank/Stata-IE-Visual-Library/raw/develop/Library/Scatter%20plots/Scatter%20plot%20of%20major%20outcome%20(mean%20variable%20value)%2C%20stratified%20by%20a%20variable/data.dta\", clear"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3. Reshaping the data for the graph"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "labelcollapse\tessential correct cxr sputum dstgx s5_referral sp_drugs_tb sp_drugs_antibio sp_drugs_quin, by(sp_case)\n",
    "freeshape \t\tessential correct cxr sputum dstgx s5_referral sp_drugs_tb sp_drugs_antibio sp_drugs_quin, i(sp_case) j(var)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4. Assigning ordered number"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "local x = 1\n",
    "qui gen order = 0\n",
    "qui foreach name in \tessential correct cxr sputum dstgx s5_referral sp_drugs_tb sp_drugs_antibio sp_drugs_quin {\n",
    "\treplace order = `x' if var_name == \"`name'\"\n",
    "\tlocal ++x\n",
    "\t}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 5. Creating the graph"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "This front-end cannot display the desired image type."
      ]
     },
     "metadata": {
      "image/png": {
       "height": 343,
       "width": 600
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "graph dot var_value , asy over(sp_case) over(var_label, sort(order)) linegap(20) graphregion(color(white)) xsize(7) legend(region(lc(none) fc(none))) ///\n",
    "\tyscale(noline) ytit(\"\") ylab(0 \"0%\" .25 \"25%\" .5 \"50%\" .75 \"75%\" 1 \"100%\") ///\n",
    "\tlinetype(line) lines( lp(.) lc(gs11)) legend(pos(5) ring(0) c(1)  region(lc(white) fc(white))) ///\n",
    "\tmarker(1, m(O) mlcolor(black)) ///\n",
    "\tmarker(2, m(O) mlcolor(black)) ///\n",
    "\tmarker(3, m(O) mlcolor(black)) ///\n",
    "\tmarker(4, m(O) mlcolor(black))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 6. Exporting the graph"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "qui graph export \"figure.png\" , width(4000) replace"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Stata",
   "language": "stata",
   "name": "stata"
  },
  "language_info": {
   "file_extension": ".do",
   "mimetype": "text/x-stata",
   "name": "stata"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
